{"uid":"cap_mDTMBdOf9mcyOJLuh3amR","slug":"publication-proofing-numeric-distribution-secondary-measure-weighted-2779033f","name":"Publication Proofing — Numeric Distribution + Secondary-Measure Weighted Mean","description":"Publication proofing — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied publication proofing records (checked_pages, flagged_pages). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-writing-18-082?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","checked_pages","flagged_pages"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"checked_pages":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_pages":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","checked_pages":10,"flagged_pages":1,"document_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","checked_pages":20,"flagged_pages":2,"document_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","checked_pages":15,"flagged_pages":3,"document_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","checked_pages":30,"flagged_pages":4,"document_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["checked_pages","flagged_pages"],"type":"string","default":"checked_pages"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_47zutXqkAU9AOdMQo4KAP","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Computes a numeric distribution and a secondary-measure weighted mean for publication proofing records (checked_pages, flagged_pages) over up to 200 rows.","exampleAgentPrompt":"Analyze my publication proofing data — I have 4 records with document groups 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, checked_pages values of 10, 20, 15, 30 and flagged_pages values of 1, 2, 3, 4 — give me the numeric distribution and secondary-measure weighted mean for checked_pages.","exampleUseCases":[{"title":"Editorial team proofreading volume review","prompt":"I have a batch of 8 proofing records from our editorial team across two document groups — 'manuscript' and 'galleys' — with dates in November 2025, checked_pages ranging from 5 to 80, and flagged_pages from 0 to 12. Can you compute the numeric distribution and weighted mean for checked_pages?"},{"title":"QA audit of flagged page rates","prompt":"Run a distribution and secondary-measure weighted mean analysis on our QA audit data: I have 15 publication proofing rows with document group 'QA-batch-1', dates across January 2026, checked_pages between 20 and 200, and flagged_pages between 1 and 30 — use flagged_pages as the primary field."},{"title":"Cross-group comparison of proofreading coverage","prompt":"I want to compare proofreading coverage across three document groups — 'chapter-drafts', 'final-edits', and 'cover-pages' — using 12 rows of proofing data from Q3 2025. Give me the numeric distribution and weighted mean for checked_pages so I can see how evenly the work was spread."}],"resultDescription":"Two analytical reports: (1) a numeric distribution report showing statistical spread (e.g. min, max, percentiles, histogram bins) for the selected primary field across the supplied rows, and (2) a secondary-measure weighted mean where one numeric field is averaged using the other as weights — both computed locally without external lookups.","failureModes":["Input array has 0 rows — minItems:1 violation returns validation error","More than 200 rows supplied — maxItems:200 violation returns error","Missing required fields (row_id, document_group, date, checked_pages, flagged_pages) — schema validation error","Date fields not matching YYYY-MM-DD pattern — pattern validation error","Invalid 'field' enum value (not 'checked_pages' or 'flagged_pages') — enum validation error","All numeric values are null — may produce undefined or empty distribution","Payment of 0.01 USDC not fulfilled — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you have tabular publication proofing data (checked_pages and flagged_pages per document group and date) and need both a numeric distribution summary and a weighted mean computed offline without any live data lookup, external API calls, or ML inference. It is well-suited for editorial QA workflows, proofreading throughput analysis, and document coverage audits on small batches (up to 200 rows).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:30:59.044Z","isFirstParty":false,"canonicalSlug":"publication-proofing-numeric-distribution-secondary-measure-weighted-2779033f"}